Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "8"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 8 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 229 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 220 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break

---------------------------------------------------------------------------
KeyError                                  Traceback (most recent call last)
~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3360             try:
-> 3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/_libs/index.pyx in pandas._libs.index.IndexEngine.get_loc()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

pandas/_libs/hashtable_class_helper.pxi in pandas._libs.hashtable.PyObjectHashTable.get_item()

KeyError: 'Ant'

The above exception was the direct cause of the following exception:

KeyError                                  Traceback (most recent call last)
/tmp/ipykernel_1288/3863632283.py in <module>
      8         # Add this day to the antenna
      9         row = df.loc[n]
---> 10         antnum = row['Ant']
     11         if antnum != int(antenna):
     12             continue

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in __getitem__(self, key)
    940 
    941         elif key_is_scalar:
--> 942             return self._get_value(key)
    943 
    944         if is_hashable(key):

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/series.py in _get_value(self, label, takeable)
   1049 
   1050         # Similar to Index.get_value, but we do not fall back to positional
-> 1051         loc = self.index.get_loc(label)
   1052         return self.index._get_values_for_loc(self, loc, label)
   1053 

~/anaconda/envs/RTP/lib/python3.7/site-packages/pandas/core/indexes/base.py in get_loc(self, key, method, tolerance)
   3361                 return self._engine.get_loc(casted_key)
   3362             except KeyError as err:
-> 3363                 raise KeyError(key) from err
   3364 
   3365         if is_scalar(key) and isna(key) and not self.hasnans:

KeyError: 'Ant'
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 8, Node 2:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459594 dish_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 39.610725 0.089319 66.418458 15.203533 20.710743 4.935686 37.113016 18.963916 0.0520 0.7620 0.5498 1.298349 14.413841
2459593 dish_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 39.200818 2.666235 79.779672 17.746459 31.613316 4.463915 25.406179 4.912706 0.0534 0.7152 0.5223 1.275883 4.786458
2459592 dish_ok 100.00% 100.00% 100.00% 0.00% - - 3.236107 -0.142600 6.365571 3.026320 2.740959 0.413763 3.985188 0.019974 0.0305 0.0303 0.0016 nan nan
2459591 dish_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 34.276206 2.680672 94.379111 20.578676 27.298816 3.924831 14.360810 0.632566 0.0520 0.6647 0.4739 1.315229 4.458448
2459590 dish_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 42.837846 3.081138 87.531133 19.143721 29.449848 2.816211 20.418128 1.209008 0.0565 0.6644 0.4720 1.364815 5.122294
2459589 dish_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 37.174139 2.911480 81.539675 17.036062 17.160332 5.630025 23.756603 10.317020 0.0554 0.6819 0.5008 1.275393 4.260686
2459588 dish_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 51.051606 1.473058 94.906870 20.254259 22.184300 9.766284 24.457037 10.119842 0.0582 0.7513 0.5737 1.301476 7.381974
2459587 dish_ok 100.00% - - - 100.00% 0.00% 355.217662 356.200979 inf inf 41.031463 104.998735 256.472113 584.668448 nan nan nan 0.000000 0.000000
2459586 dish_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 35.288995 1.084185 31.192099 1.304054 10.108088 0.762223 24.980337 0.593529 0.0574 0.6696 0.4788 1.303013 3.855584
2459585 dish_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 28.821165 4.628988 10.085558 3.422734 9.153677 2.443907 9.298695 0.985941 0.0336 0.0324 0.0017 0.000000 0.000000
2459584 dish_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 28.539483 20.933994 109.887754 6.877842 14.988926 21.904124 -0.240608 -0.372596 0.0493 0.6258 0.4599 2.435947 6.752058
2459583 dish_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 16.335850 1.911317 34.539847 5.863555 20.057899 0.297646 0.135348 0.600149 0.0555 0.6547 0.4912 1.175721 2.952224
2459582 dish_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 14.363806 1.837378 31.076782 5.452638 24.260506 0.476444 0.211524 0.367188 0.0516 0.6617 0.4907 1.265564 3.655128
2459581 dish_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 20.038720 2.879038 36.026137 5.653056 19.050854 1.093099 0.421507 0.802857 0.0565 0.6600 0.5000 1.229730 3.500999
2459580 dish_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 15.274098 1.842897 36.167140 5.956534 21.227010 0.821356 -0.044938 0.345238 0.0582 0.6709 0.5000 1.266570 4.053651
2459579 dish_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 15.001943 1.818281 40.960324 7.304221 23.622679 1.309710 1.317737 1.180900 0.0529 0.6688 0.4963 1.300327 4.378730
2459578 dish_ok 0.00% 100.00% 100.00% 0.00% - - 2.249096 -0.674128 2.988420 0.283430 0.853749 -0.400082 1.360251 0.008223 0.0320 0.0324 0.0020 nan nan
2459577 dish_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 19.650588 2.554101 33.452418 5.447868 21.145567 1.031515 0.275364 1.441709 0.0523 0.6727 0.5007 1.243665 3.848294
2459576 dish_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 15.235327 2.032224 26.603285 4.588948 19.276441 2.514080 0.958042 1.464064 0.0546 0.6837 0.4511 0.000000 0.000000
2459575 dish_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 15.527338 1.907397 26.319009 4.298915 15.810162 2.684336 7.234056 5.577169 0.0553 0.7365 0.4887 0.000000 0.000000
2459574 dish_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 14.581538 1.950754 25.276812 4.210938 20.731773 2.362689 1.209036 0.949331 0.0515 0.6876 0.4266 1.175557 3.067526
2459573 dish_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 15.237248 1.960351 43.493168 7.401122 24.924613 -0.105742 0.935961 1.307561 0.0521 0.6604 0.4468 0.000000 0.000000
2459572 dish_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 14.918845 2.276595 25.404212 4.246582 16.149599 0.018827 2.178431 1.948822 0.0527 0.6653 0.4480 1.032250 2.975392
2459571 dish_ok 0.00% 100.00% 100.00% 0.00% - - 1.696781 -0.889692 2.899891 0.275194 1.408574 -0.399309 1.259985 0.010981 0.0349 0.0343 0.0021 nan nan
2459570 dish_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459569 dish_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 19.591640 2.179355 33.376017 4.891886 10.458570 5.315211 8.276976 6.709605 0.0652 0.7350 0.4705 1.146025 3.481087
2459566 dish_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 15.047576 3.083020 33.158671 5.537882 19.074002 0.947161 -0.272899 1.358299 0.0460 0.6641 0.4029 1.085614 1.171001
2459565 dish_ok 0.00% - - - 100.00% 0.00% -2.569066 -2.569066 -2.410329 -2.410329 0.475242 0.475242 0.005642 0.005642 nan nan nan 0.000000 0.000000
2459564 dish_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 14.393319 0.355239 35.176516 -1.735105 2.399393 -2.164899 0.589565 0.273504 0.0739 0.6831 0.5087 1.192269 2.588184
2459563 dish_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 16.464635 3.542928 67.118976 14.537650 19.688218 7.989742 2.758971 -0.680182 0.0684 0.6623 0.5044 0.000000 0.000000
2459562 dish_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 10.781510 -0.259364 17.358835 -1.362550 2.586606 -2.741947 1.032550 -0.685673 0.0737 0.6764 0.5007 1.224871 2.856304
2459561 dish_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 11.502064 0.433237 16.534391 -0.808116 2.857381 -2.418438 1.562924 -1.488094 0.0781 0.6788 0.5063 0.000000 0.000000
2459560 dish_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 10.537169 0.106493 16.984166 -1.013783 2.694823 -1.741642 1.073938 -0.899587 0.0712 0.6716 0.4915 1.191189 3.114772
2459559 dish_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 12.875515 0.478360 18.553840 -0.590694 3.054894 -1.500748 1.321843 -1.055236 0.0728 0.6823 0.5188 1.259002 2.582868
2459558 dish_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 17.769624 3.808668 34.806290 7.438981 21.818333 7.201041 1.846636 -0.956972 0.0701 0.6746 0.5193 1.252977 2.698030
2459557 dish_ok - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0353 0.0318 0.0023 nan nan
2459556 dish_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 18.253402 4.069346 37.618447 7.638566 19.794468 6.391927 3.700387 -1.738699 0.0756 0.6827 0.5214 1.262006 2.785280
2459554 dish_ok - 100.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0689 0.6715 0.5177 nan nan
2459553 dish_ok - 100.00% 0.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0740 0.6784 0.5262 nan nan
2459552 dish_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 20.761523 6.497183 50.781812 11.127318 29.386715 11.984101 3.527105 0.227707 0.0624 0.6640 0.5169 0.000000 0.000000
2459551 dish_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 10.334238 1.474874 20.561456 -1.052761 3.588064 -2.283818 1.402718 -0.867838 0.0687 0.6580 0.5027 1.247798 2.568263
2459550 dish_ok - 98.35% 98.35% 0.00% - - nan nan nan nan nan nan nan nan 0.0460 0.0457 -0.0002 nan nan
2459549 dish_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 15.243234 4.771043 38.200124 7.811065 21.170234 8.289427 1.658005 -0.414926 0.0626 0.6603 0.5081 1.202875 2.543542
2459542 dish_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 22.231793 6.150513 77.093903 16.099555 1.152338 0.511782 1.175834 -0.755217 0.0738 0.7102 0.5295 1.256825 3.589960
2459541 dish_ok 100.00% 99.55% 1.79% 0.00% 100.00% 0.00% 11.331828 6.230799 38.278561 9.154315 223.662534 7.458939 8.067976 2.680355 0.0977 0.6917 0.5123 1.201104 3.120922
2459540 dish_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 14.826550 6.741846 17.271610 0.300952 4.023757 -0.977869 0.842519 -0.736382 0.0771 0.6834 0.5044 1.227501 2.451697
2459536 dish_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 27.467610 11.794911 66.075965 13.201017 29.286349 14.206029 3.199970 -0.717797 0.0665 0.6821 0.4467 1.224699 3.260425
2459535 dish_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 11.378844 5.153288 16.056884 0.150234 2.109394 -0.759312 0.496727 -0.785605 0.0753 0.7073 0.4605 1.250913 2.472350
2459534 dish_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 12.069657 5.465826 14.918877 -0.700776 2.348678 -1.489137 0.360096 -0.756984 0.0644 0.7080 0.3592 1.241115 2.696643
2459533 dish_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 19.085924 10.167596 35.569680 7.976796 18.166743 8.386759 1.914692 -0.573007 0.0634 0.6626 0.3980 1.262083 2.608333
2459532 dish_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 22.420452 11.607313 47.924194 10.184642 22.804366 11.122970 1.267857 -0.847826 0.0664 0.6585 0.4001 1.294155 2.858821
2459530 dish_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 11.054065 4.969308 15.158113 -0.784496 3.614633 -1.463970 0.779105 -0.730929 0.0806 0.6805 0.3904 1.218002 2.539717
2459527 dish_ok 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 dish_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459523 dish_ok 100.00% - - - 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459522 dish_ok 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459513 dish_ok 0.00% 100.00% 100.00% 0.00% - - 1.943356 2.752290 3.141360 3.044505 1.074977 1.583235 2.727996 0.688463 0.0353 0.0355 0.0024 nan nan
2459508 dish_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 28.208606 4.932054 50.206564 6.402014 18.255904 5.460779 12.063879 7.149656 0.1282 0.8941 0.6478 0.000000 0.000000
2459505 dish_ok 100.00% 100.00% 0.00% 0.00% 100.00% 0.00% 24.749702 3.401947 47.237739 7.398041 7.707390 2.733505 2.240218 0.183853 0.0788 0.8318 0.5640 1.208692 5.766649

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 8: 2459783

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
8 N02 RF_maintenance ee Temporal Variability 16.510135 13.739642 13.308703 8.104436 8.078506 15.525364 16.510135 -0.812989 1.363961

Antenna 8: 2459782

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
8 N02 RF_maintenance nn Shape 12.692758 12.692758 12.424772 4.006717 4.133584 8.713930 9.277944 -0.917324 -0.229086

Antenna 8: 2459781

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
8 N02 RF_maintenance nn Shape 1.443518 1.401105 1.443518 0.574770 0.701023 -1.082572 -0.977026 -1.097633 -1.916165

Antenna 8: 2459778

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
8 N02 RF_maintenance ee Temporal Variability 15.824447 7.766646 7.534525 6.179239 6.139127 15.478217 15.824447 -2.995522 1.024255

Antenna 8: 2459776

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
8 N02 RF_maintenance nn Temporal Variability 23.382743 5.932964 5.734487 6.682837 7.421118 22.303688 23.382743 1.008138 -5.083229

Antenna 8: 2459773

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
8 N02 RF_maintenance nn Temporal Variability 9.428915 4.291212 3.145642 9.252026 7.686341 9.428915 8.850232 -2.551098 0.312320

Antenna 8: 2459772

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
8 N02 RF_maintenance nn Power 1.594517 0.969000 1.027473 1.475551 1.594517 0.678335 0.665559 -0.357899 -1.915194

Antenna 8: 2459771

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
8 N02 RF_maintenance nn Power 1.563907 0.672517 0.508022 1.563907 1.278730 0.803511 0.796946 -0.637112 0.131386

Antenna 8: 2459770

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
8 N02 RF_maintenance nn Power 6.524346 3.667581 3.280346 6.524346 5.742811 5.651661 5.803651 -2.296258 1.820351

Antenna 8: 2459769

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
8 N02 RF_maintenance nn Power 8.464320 4.373458 3.583911 8.464320 7.694080 7.353666 7.748719 -1.827401 0.498971

Antenna 8: 2459768

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
8 N02 RF_maintenance nn Power 9.318088 3.588130 4.718188 8.253814 9.318088 7.264392 7.298124 4.421422 -2.805148

Antenna 8: 2459767

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
8 N02 RF_maintenance nn Power 1.857321 1.141264 1.424690 1.539725 1.857321 0.548970 1.024882 -0.315218 -2.172307

Antenna 8: 2459766

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
8 N02 RF_maintenance nn Power 1.509899 1.126779 0.381998 1.509899 1.102443 0.542629 0.499798 -1.817376 -0.007777

Antenna 8: 2459765

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
8 N02 RF_maintenance nn Power 11.295840 5.308626 4.614660 11.295840 10.125889 7.532413 7.165266 -2.791388 1.909368

Antenna 8: 2459763

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
8 N02 RF_maintenance nn Power 4.367409 1.707420 2.134690 3.533957 4.367409 3.436660 2.979067 3.920940 2.820952

Antenna 8: 2459761

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
8 N02 RF_maintenance nn Power 7.339531 4.035278 2.827623 7.339531 6.097652 5.323540 5.058155 -2.661749 2.881725

Antenna 8: 2459760

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
8 N02 RF_maintenance ee Temporal Discontinuties 80.858669 4.118912 4.532404 8.302115 9.099746 39.329241 37.582759 80.858669 71.006649

Antenna 8: 2459759

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
8 N02 RF_maintenance ee Shape nan nan nan inf inf nan nan nan nan

Antenna 8: 2459758

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
8 N02 RF_maintenance nn Power 3.402380 1.903615 1.684028 3.360106 3.402380 2.056687 1.330589 2.260725 -1.296558

Antenna 8: 2459757

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
8 N02 RF_maintenance nn Power 3.113885 1.381365 0.831608 3.113885 2.722956 2.179044 2.314415 -1.500466 0.347789

Antenna 8: 2459755

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
8 N02 RF_maintenance nn Temporal Variability 2.696866 1.955426 1.737862 2.395850 2.672018 2.508734 2.696866 0.311809 -1.797214

Antenna 8: 2459754

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
8 N02 RF_maintenance nn Power 2.252078 1.590280 1.154172 2.106497 2.252078 1.834914 1.711605 0.662068 -1.329317

Antenna 8: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
8 N02 RF_maintenance ee Temporal Variability 3.956334 1.478034 3.121098 2.874136 3.758963 2.032416 3.956334 -1.607359 -2.292368

Antenna 8: 2459752

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
8 N02 RF_maintenance nn Power 11.038484 3.580494 3.832037 8.847196 11.038484 6.665898 8.510308 1.111211 -0.377618

Antenna 8: 2459750

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
8 N02 RF_maintenance nn Temporal Variability 12.800574 4.075345 4.785960 8.301925 9.904866 11.232865 12.800574 0.822246 -1.772029

Antenna 8: 2459749

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
8 N02 RF_maintenance nn Power 2.641987 1.589402 1.548628 2.108705 2.641987 1.627993 1.268745 1.874798 -2.101283

Antenna 8: 2459748

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
8 N02 RF_maintenance nn Power 5.147345 2.002699 1.888245 4.395308 5.147345 3.780783 4.391289 4.930655 -2.038039

Antenna 8: 2459747

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
8 N02 RF_maintenance ee Temporal Variability 56.157459 22.241307 22.738752 31.187304 32.421763 56.157459 53.569883 50.545096 50.708496

Antenna 8: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
8 N02 Not Found nn Power 48.085394 41.535494 42.154990 48.085394 45.053884 34.255254 37.437809 32.822084 37.383308

Antenna 8: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
8 N02 RF_maintenance nn Power 2.037846 1.352901 1.489294 2.037846 1.644710 1.277976 1.976353 -2.241069 -0.189823

Antenna 8: 2459744

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
8 N02 RF_maintenance nn Temporal Discontinuties 72.299516 23.928382 25.197011 32.103049 33.435641 18.032347 17.788948 62.697260 72.299516

Antenna 8: 2459743

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
8 N02 RF_maintenance nn Power 16.035736 3.720410 4.416227 13.682108 16.035736 11.126776 12.384721 6.324113 -2.113584

Antenna 8: 2459742

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
8 N02 RF_maintenance ee Temporal Variability 51.854364 26.093114 26.770121 44.240962 46.511273 51.854364 47.472527 36.413385 27.530582

Antenna 8: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
8 N02 RF_maintenance ee Temporal Variability 98.540930 50.935234 50.613007 60.257228 57.342401 90.080209 98.540930 37.446653 47.813820

Antenna 8: 2459740

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
8 N02 RF_maintenance ee Temporal Discontinuties 68.181949 29.083545 30.401048 60.268714 62.495253 53.994590 50.012295 68.181949 57.389697

Antenna 8: 2459738

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
8 N02 RF_maintenance nn Power 14.103615 3.151056 2.924137 12.436285 14.103615 8.795486 11.831861 6.759815 -2.501201

Antenna 8: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
8 N02 RF_maintenance nn Power 3.542175 1.708369 1.560024 3.542175 3.118262 3.020551 2.736334 -1.683902 2.493036

Antenna 8: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
8 N02 RF_maintenance ee Temporal Variability 41.587307 24.935287 24.016601 32.598283 31.321353 37.227582 41.587307 25.815584 36.231175

Antenna 8: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
8 N02 RF_maintenance ee Temporal Discontinuties 37.859886 22.253410 21.571016 33.248108 31.737398 13.840769 15.814889 26.455678 37.859886

Antenna 8: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
8 N02 RF_maintenance ee Temporal Discontinuties 42.409224 28.884414 27.797660 35.641893 34.353479 21.894124 24.216410 33.541020 42.409224

Antenna 8: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
8 N02 RF_maintenance ee Temporal Discontinuties 33.200570 2.832315 3.217883 10.365848 9.240944 23.686860 23.330686 25.395353 33.200570

Antenna 8: 2459730

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
8 N02 RF_maintenance ee Temporal Discontinuties 47.148765 21.667160 22.283060 31.775082 33.345510 21.887726 18.863333 47.148765 34.875723

Antenna 8: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
8 N02 RF_maintenance ee Temporal Variability 39.504393 20.274898 19.789883 34.509203 32.855456 35.095152 39.504393 21.352504 28.887530

Antenna 8: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
8 N02 RF_maintenance ee Temporal Discontinuties 50.550383 15.132522 14.832088 25.761858 24.486276 39.753094 42.918692 34.002976 50.550383

Antenna 8: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
8 N02 RF_maintenance ee Temporal Variability 52.602862 21.704423 21.398507 31.371741 30.205234 46.449370 52.602862 34.452927 42.877451

Antenna 8: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
8 N02 RF_maintenance ee Temporal Variability 46.626691 17.458566 17.330750 28.981331 28.198922 34.903183 46.626691 8.322085 14.116016

Antenna 8: 2459722

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
8 N02 RF_maintenance nn Power 11.699170 3.663480 5.177536 9.334205 11.699170 8.995518 10.250734 6.543706 -2.404326

Antenna 8: 2459720

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
8 N02 RF_maintenance ee Temporal Variability 82.263238 15.202118 15.561134 29.074802 30.506078 82.263238 77.187179 22.373795 17.946070

Antenna 8: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
8 N02 RF_maintenance ee Temporal Variability 88.648856 17.382828 16.924839 26.253209 25.090543 80.846736 88.648856 30.418189 38.495061

Antenna 8: 2459718

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
8 N02 RF_maintenance ee Temporal Variability 35.677410 19.159039 20.142970 32.828776 34.312556 35.677410 23.764273 22.481463 7.750294

Antenna 8: 2459717

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
8 N02 RF_maintenance nn Power 26.757510 18.709522 19.719803 25.597422 26.757510 26.608472 21.855993 17.253797 1.257752

Antenna 8: 2459716

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
8 N02 RF_maintenance ee Temporal Discontinuties 65.544021 17.000983 17.678997 25.107205 26.373658 59.042757 55.584603 65.544021 44.799646

Antenna 8: 2459715

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
8 N02 RF_maintenance nn Temporal Variability 11.818555 3.617713 4.184375 10.074715 11.720116 10.654453 11.818555 7.576764 -2.892108

Antenna 8: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
8 N02 RF_maintenance ee Temporal Discontinuties 51.766014 22.706267 21.755202 31.344483 29.774009 35.512654 36.685578 36.848197 51.766014

Antenna 8: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
8 N02 RF_maintenance nn Power 12.638334 5.558397 3.914622 12.638334 10.179184 10.797193 8.391533 -1.781639 -1.227339

Antenna 8: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
8 N02 RF_maintenance nn Power 16.373779 5.593427 5.567324 16.373779 15.425416 1.229457 2.393618 1.137066 3.928893

Antenna 8: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
8 N02 RF_maintenance ee Temporal Variability 35.846338 5.569045 5.475512 20.301017 19.043854 34.825759 35.846338 22.168823 31.012473

Antenna 8: 2459708

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
8 N02 dish_ok nn Power 12.268420 3.438062 3.903108 10.778861 12.268420 11.062409 11.708504 10.770759 -2.712317

Antenna 8: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
8 N02 dish_ok ee Shape 1.272267 1.178131 1.272267 -0.547887 -0.706921 -0.867251 -0.437351 -2.989160 -0.331597

Antenna 8: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
8 N02 dish_ok ee Temporal Variability 31.453371 4.533642 4.635583 17.787658 16.897370 22.572386 31.453371 -1.530374 2.088714

Antenna 8: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
8 N02 dish_ok nn Power 41.125711 19.387324 18.420911 41.125711 39.022746 14.488902 14.123358 14.224634 30.718734

Antenna 8: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
8 N02 dish_ok nn Power 51.926196 17.229249 16.189338 51.926196 49.514956 6.126485 12.427651 -3.637763 3.546920

Antenna 8: 2459702

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
8 N02 dish_ok nn Power 11.073234 0.709608 0.859409 9.957907 11.073234 2.317692 4.281710 9.481432 -2.420273

Antenna 8: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
8 N02 dish_ok nn Temporal Variability 6.043802 1.034787 0.977384 5.297666 4.631575 6.043802 2.547911 -1.693257 5.879544

Antenna 8: 2459697

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
8 N02 dish_ok ee Temporal Discontinuties 11906.083028 3237.563305 3237.563305 3040.134341 3040.134341 2365.032501 2365.032501 11906.083028 11906.083028

Antenna 8: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
8 N02 dish_ok nn Temporal Discontinuties 2882.540480 772.543135 772.543135 700.612528 700.612528 725.380782 725.380782 2882.540480 2882.540480

Antenna 8: 2459695

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
8 N02 dish_ok ee Temporal Discontinuties 1845.137770 642.769449 642.769449 659.603509 659.603509 577.654539 577.654539 1845.137770 1845.137770

Antenna 8: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
8 N02 dish_ok nn Temporal Variability 9.283012 4.353261 3.673698 7.712875 6.503305 9.283012 8.239745 -1.967185 0.452938

Antenna 8: 2459693

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
8 2 dish_ok nn Temporal Discontinuties 12.349563 1.570737 1.677788 10.449566 11.837158 10.439525 8.168532 11.979159 12.349563

Antenna 8: 2459692

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
8 2 dish_ok ee Temporal Discontinuties 6.840670 3.068348 0.948535 5.663835 4.123892 3.164592 2.959299 6.840670 6.006645

Antenna 8: 2459691

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
8 2 dish_ok ee Temporal Discontinuties 23.501180 1.348598 -0.110810 10.133554 7.594571 2.676398 0.995393 23.501180 6.648043

Antenna 8: 2459690

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
8 2 dish_ok ee Temporal Discontinuties 35.733024 0.308568 0.185996 11.276954 8.132057 3.268212 1.759784 35.733024 8.457761

Antenna 8: 2459689

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
8 2 dish_ok nn Temporal Variability 12.869085 1.406655 1.986530 6.910261 8.033768 8.785914 12.869085 5.900305 -1.968323

Antenna 8: 2459688

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
8 2 dish_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 8: 2459687

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
8 2 dish_ok nn Power 11.103121 2.915088 1.877019 11.103121 9.877188 0.057752 0.089414 -1.803947 -5.855223

Antenna 8: 2459686

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
8 2 dish_ok ee Power 7.233185 0.044377 0.119648 4.989234 7.233185 0.546305 3.154085 0.479362 2.183657

Antenna 8: 2459685

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
8 2 dish_ok nn Power 7.795479 3.177258 2.709460 7.795479 6.792320 2.448039 1.364913 -1.340068 -1.122161

Antenna 8: 2459684

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
8 2 dish_ok ee Power 8.307275 0.252862 0.318036 8.307275 6.336655 3.057362 -0.030279 1.876301 0.870707

Antenna 8: 2459676

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
8 2 dish_ok nn Power 11.056928 2.487343 2.706853 11.056928 10.872940 7.482328 5.044191 -1.768324 -0.812159

Antenna 8: 2459675

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
8 2 dish_ok nn Temporal Variability 9.705026 3.026694 2.534408 9.432548 9.598277 8.390958 9.705026 0.318461 -1.304052

Antenna 8: 2459674

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
8 2 dish_ok ee Power 10.494759 2.924167 3.398622 10.418623 10.494759 5.990936 5.387266 -1.484996 -0.385817

Antenna 8: 2459673

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
8 2 dish_ok nn Temporal Variability 9.152559 2.035888 2.356785 7.708812 6.687322 9.015778 9.152559 3.043795 2.459341

Antenna 8: 2459672

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
8 2 dish_ok ee Power 7.075320 0.420766 0.130612 6.657172 7.075320 1.265417 1.560338 0.900656 0.981300

Antenna 8: 2459671

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
8 2 dish_ok ee Power 6.573083 1.283097 0.318739 5.824141 6.573083 5.376317 3.796527 2.915446 3.239885

Antenna 8: 2459670

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
8 2 dish_ok ee Shape nan nan nan nan nan nan nan nan nan

Antenna 8: 2459669

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
8 2 dish_ok ee Power 42.354851 0.717777 0.182550 42.021193 42.354851 -0.512226 0.103787 1.088564 2.247825

Antenna 8: 2459668

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
8 2 dish_ok nn Temporal Variability 10.410007 1.131882 1.708265 7.278166 7.274084 9.638499 10.410007 7.520320 10.020039

Antenna 8: 2459665

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
8 2 dish_ok ee Temporal Discontinuties 6.766197 0.379776 -0.239885 6.571299 3.367455 0.766827 -0.165125 6.766197 3.831751

Antenna 8: 2459664

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
8 2 dish_ok nn Shape 0.241019 -0.676311 0.241019 -1.047675 -0.857256 -0.466241 -0.983978 -0.479825 -0.436682

Antenna 8: 2459663

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
8 2 dish_ok ee Temporal Variability 9.785766 0.645990 0.377029 6.146636 6.691481 8.258949 9.785766 3.100736 2.638216

Antenna 8: 2459662

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
8 2 dish_ok nn Power 1.572082 -0.207420 0.917118 1.132427 1.572082 -0.391924 -0.121839 0.872384 1.073331

Antenna 8: 2459661

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
8 2 dish_ok nn Temporal Variability 8.992420 1.525832 0.908883 8.421871 8.037516 8.992420 6.878086 4.194841 4.462000

Antenna 8: 2459660

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
8 2 dish_ok nn Temporal Variability 8.461241 0.241874 1.230498 7.040265 8.452219 6.082344 8.461241 6.865730 1.829899

Antenna 8: 2459659

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
8 2 dish_ok ee Temporal Discontinuties 13.478763 1.581620 0.368058 6.684240 5.491257 8.423729 5.823956 5.969289 13.478763

Antenna 8: 2459658

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
8 2 dish_ok ee Temporal Discontinuties 6.380177 1.424182 0.405304 5.281069 5.120707 5.497795 5.252349 4.887041 6.380177

Antenna 8: 2459657

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
8 2 dish_ok ee Temporal Discontinuties 15.471199 1.194332 0.133392 8.236371 6.595001 6.929450 5.150895 8.003129 15.471199

Antenna 8: 2459656

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
8 2 dish_ok ee Power 55.159347 3.716089 20.694809 9.528174 55.159347 11.169536 28.426070 4.537550 5.831060

Antenna 8: 2459655

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
8 2 dish_ok ee Shape 15.709110 15.709110 7.900020 9.337866 4.905405 1.500109 0.495389 1.626539 0.447641

Antenna 8: 2459653

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
8 2 dish_ok ee Power 58.821055 3.845136 21.827821 9.569190 58.821055 11.588020 28.936074 3.297360 1.735013

Antenna 8: 2459652

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
8 2 dish_ok ee Power 79.447474 26.717652 5.375125 79.447474 13.918086 29.652924 13.098803 2.805039 5.319988